{"id":"W4401720465","doi":"10.1109/icbc59979.2024.10634418","title":"BakUP: Automated, Flexible, and Capital-Efficient Insurance Protocol for Decentralized Finance","year":2024,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Computer science; Finance; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003498029,0.0004529609,0.0006492717,0.0007070805,0.00110644,0.002383047,0.001579209,0.001206561,0.00646326],"category_scores_gemma":[0.005996389,0.0005163901,0.0004570192,0.0005587328,0.001647454,0.004659093,0.005476487,0.001823004,0.001697146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175231,"about_ca_system_score_gemma":0.002034056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000730377,"about_ca_topic_score_gemma":0.0007239742,"domain_scores_codex":[0.9972852,0.0008019294,0.000252172,0.0003024971,0.001027072,0.0003310789],"domain_scores_gemma":[0.9974158,0.0008360156,0.0002862066,0.0009644093,0.0002697096,0.0002278859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000754314,0.0002397007,0.001506827,0.0002818746,0.00005738226,0.0006086128,0.0006817988,0.06425859,0.02778908,0.7239044,0.01286293,0.1670545],"study_design_scores_gemma":[0.000243302,0.0002618099,0.0005618467,0.00009119328,0.00004817616,0.000623956,0.0001203251,0.5842419,0.03464181,0.303359,0.07566489,0.0001419029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01978584,0.0001675339,0.967082,0.000393893,0.00009003866,0.0003755305,0.0002420329,0.004853795,0.00700939],"genre_scores_gemma":[0.7059779,0.0003456086,0.2762058,0.0002811609,0.00007996648,0.0008132566,0.0007016729,0.0006052463,0.01498954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00646326,"threshold_uncertainty_score":0.02162176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371224036048509,"score_gpt":0.3007190303069432,"score_spread":0.2870067899464581,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}